Triple

T10103342
Position Surface form Disambiguated ID Type / Status
Subject Orang Seletar E216255 entity
Predicate relatedGroup P37 FINISHED
Object Orang Kuala
Orang Kuala are an indigenous Orang Asli group of the Malay Peninsula, traditionally living in coastal and riverine areas and known for their fishing-based, maritime-oriented way of life.
 E216255 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Orang Kuala | Statement: [Orang Seletar, relatedGroup, Orang Kuala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orang Kuala
Context triple: [Orang Seletar, relatedGroup, Orang Kuala]
  • A. Orang Seletar
    Orang Seletar are an indigenous Orang Asli sea people of southern Peninsular Malaysia and nearby Singapore, traditionally living as coastal and riverine fisher-foragers.
  • B. Dayak lute
    The Dayak lute, also known as the sapeh or sape, is a traditional plucked string instrument of the Dayak people of Borneo, used in both ritual and folk music.
  • C. Sekadau
    Sekadau is a town and regency capital in the Indonesian province of West Kalimantan on the island of Borneo.
  • D. Banda-Banda
    Banda-Banda is a dialect of the Central Banda language spoken by Banda communities in the Central African region.
  • E. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Orang Kuala
Triple: [Orang Seletar, relatedGroup, Orang Kuala]
Generated description
Orang Kuala are an indigenous Orang Asli group of the Malay Peninsula, traditionally living in coastal and riverine areas and known for their fishing-based, maritime-oriented way of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orang Kuala
Target entity description: Orang Kuala are an indigenous Orang Asli group of the Malay Peninsula, traditionally living in coastal and riverine areas and known for their fishing-based, maritime-oriented way of life.
  • A. Orang Seletar chosen
    Orang Seletar are an indigenous Orang Asli sea people of southern Peninsular Malaysia and nearby Singapore, traditionally living as coastal and riverine fisher-foragers.
  • B. Dayak lute
    The Dayak lute, also known as the sapeh or sape, is a traditional plucked string instrument of the Dayak people of Borneo, used in both ritual and folk music.
  • C. Sekadau
    Sekadau is a town and regency capital in the Indonesian province of West Kalimantan on the island of Borneo.
  • D. Banda-Banda
    Banda-Banda is a dialect of the Central Banda language spoken by Banda communities in the Central African region.
  • E. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd09af07c819099774af46ebf62d7 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cbf9ffb88190a87833d6fe080950 completed April 5, 2026, 8:54 p.m.
NEDg Description generation batch_69d2cd8d611c81909085b3290eb54d16 completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce686da48190b32a2053b94f1d48 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:03 p.m.